Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 24728 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 13.1 MiB |
| Average record size in memory | 555.1 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 9 |
| Boolean | 1 |
Restaurant_latitude is highly overall correlated with Delivery_location_latitude | High correlation |
Restaurant_longitude is highly overall correlated with Delivery_location_longitude | High correlation |
Delivery_location_latitude is highly overall correlated with Restaurant_latitude | High correlation |
Delivery_location_longitude is highly overall correlated with Restaurant_longitude | High correlation |
Order_Hour is highly overall correlated with Picked_Hour and 2 other fields | High correlation |
Picked_Hour is highly overall correlated with Order_Hour and 2 other fields | High correlation |
Road_traffic_density is highly overall correlated with Order_Hour and 2 other fields | High correlation |
Daytime is highly overall correlated with Order_Hour and 2 other fields | High correlation |
Festival is highly imbalanced (85.9%) | Imbalance |
Reproduction
| Analysis started | 2023-05-19 13:09:50.730683 |
|---|---|
| Analysis finished | 2023-05-19 13:10:18.748160 |
| Duration | 28.02 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Delivery_person_Age
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.647444 |
| Minimum | 20 |
|---|---|
| Maximum | 39 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 193.3 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 25 |
| median | 30 |
| Q3 | 35 |
| 95-th percentile | 39 |
| Maximum | 39 |
| Range | 19 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.7666027 |
|---|---|
| Coefficient of variation (CV) | 0.1945059 |
| Kurtosis | -1.2134084 |
| Mean | 29.647444 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.037587693 |
| Sum | 733122 |
| Variance | 33.253707 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37 | 1328 | 5.4% |
| 36 | 1320 | 5.3% |
| 35 | 1308 | 5.3% |
| 30 | 1287 | 5.2% |
| 34 | 1277 | 5.2% |
| 22 | 1276 | 5.2% |
| 38 | 1253 | 5.1% |
| 32 | 1242 | 5.0% |
| 39 | 1238 | 5.0% |
| 33 | 1230 | 5.0% |
| Other values (10) | 11969 |
| Value | Count | Frequency (%) |
| 20 | 1188 | |
| 21 | 1163 | |
| 22 | 1276 | |
| 23 | 1176 | |
| 24 | 1194 | |
| 25 | 1209 | |
| 26 | 1230 | |
| 27 | 1190 | |
| 28 | 1199 | |
| 29 | 1229 |
| Value | Count | Frequency (%) |
| 39 | 1238 | |
| 38 | 1253 | |
| 37 | 1328 | |
| 36 | 1320 | |
| 35 | 1308 | |
| 34 | 1277 | |
| 33 | 1230 | |
| 32 | 1242 | |
| 31 | 1191 | |
| 30 | 1287 |
Delivery_person_Ratings
Real number (ℝ)
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.6314057 |
| Minimum | 2.5 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 193.3 KiB |
Quantile statistics
| Minimum | 2.5 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4.5 |
| median | 4.7 |
| Q3 | 4.9 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 2.5 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.31692082 |
|---|---|
| Coefficient of variation (CV) | 0.068428646 |
| Kurtosis | 4.6613926 |
| Mean | 4.6314057 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | -1.7353103 |
| Sum | 114525.4 |
| Variance | 0.10043881 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.7 | 4065 | |
| 4.8 | 4020 | |
| 4.9 | 3955 | |
| 4.6 | 3853 | |
| 5 | 2268 | |
| 4.5 | 1872 | |
| 4.3 | 847 | 3.4% |
| 4.2 | 826 | 3.3% |
| 4.1 | 807 | 3.3% |
| 4.4 | 768 | 3.1% |
| Other values (16) | 1447 | 5.9% |
| Value | Count | Frequency (%) |
| 2.5 | 9 | |
| 2.6 | 12 | |
| 2.7 | 10 | |
| 2.8 | 13 | |
| 2.9 | 9 | |
| 3 | 5 | < 0.1% |
| 3.1 | 15 | |
| 3.2 | 18 | |
| 3.3 | 14 | |
| 3.4 | 21 |
| Value | Count | Frequency (%) |
| 5 | 2268 | |
| 4.9 | 3955 | |
| 4.8 | 4020 | |
| 4.7 | 4065 | |
| 4.6 | 3853 | |
| 4.5 | 1872 | |
| 4.4 | 768 | 3.1% |
| 4.3 | 847 | 3.4% |
| 4.2 | 826 | 3.3% |
| 4.1 | 807 | 3.3% |
Restaurant_latitude
Real number (ℝ)
| Distinct | 314 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.869995 |
| Minimum | -9.988483 |
|---|---|
| Maximum | 30.905562 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6 |
| Negative (%) | < 0.1% |
| Memory size | 193.3 KiB |
Quantile statistics
| Minimum | -9.988483 |
|---|---|
| 5-th percentile | 11.016298 |
| Q1 | 12.986047 |
| median | 18.994237 |
| Q3 | 22.745049 |
| 95-th percentile | 26.921411 |
| Maximum | 30.905562 |
| Range | 40.894045 |
| Interquartile range (IQR) | 9.759002 |
Descriptive statistics
| Standard deviation | 5.44133 |
|---|---|
| Coefficient of variation (CV) | 0.28835885 |
| Kurtosis | -0.83110155 |
| Mean | 18.869995 |
| Median Absolute Deviation (MAD) | 4.364796 |
| Skewness | 0.099387426 |
| Sum | 466617.23 |
| Variance | 29.608072 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26.911378 | 139 | 0.6% |
| 26.902328 | 135 | 0.5% |
| 26.914142 | 135 | 0.5% |
| 26.902908 | 132 | 0.5% |
| 26.892312 | 132 | 0.5% |
| 26.766536 | 131 | 0.5% |
| 22.308096 | 130 | 0.5% |
| 12.323978 | 130 | 0.5% |
| 26.956431 | 129 | 0.5% |
| 17.431668 | 129 | 0.5% |
| Other values (304) | 23406 |
| Value | Count | Frequency (%) |
| -9.988483 | 1 | < 0.1% |
| -9.982834 | 2 | < 0.1% |
| -9.970717 | 1 | < 0.1% |
| -9.966783 | 1 | < 0.1% |
| -9.960846 | 1 | < 0.1% |
| 10.000706 | 21 | |
| 10.003064 | 23 | |
| 10.006881 | 30 | |
| 10.020683 | 21 | |
| 10.027014 | 26 |
| Value | Count | Frequency (%) |
| 30.905562 | 29 | |
| 30.902872 | 23 | |
| 30.899992 | 30 | |
| 30.899584 | 30 | |
| 30.895817 | 23 | |
| 30.895204 | 27 | |
| 30.893384 | 30 | |
| 30.893244 | 27 | |
| 30.893081 | 29 | |
| 30.892978 | 24 |
Restaurant_longitude
Real number (ℝ)
| Distinct | 314 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.905353 |
| Minimum | 72.768726 |
|---|---|
| Maximum | 88.433452 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 193.3 KiB |
Quantile statistics
| Minimum | 72.768726 |
|---|---|
| 5-th percentile | 72.793616 |
| Q1 | 73.899315 |
| median | 76.625861 |
| Q3 | 78.375467 |
| 95-th percentile | 85.325146 |
| Maximum | 88.433452 |
| Range | 15.664726 |
| Interquartile range (IQR) | 4.476152 |
Descriptive statistics
| Standard deviation | 3.4017122 |
|---|---|
| Coefficient of variation (CV) | 0.04423245 |
| Kurtosis | 1.5083592 |
| Mean | 76.905353 |
| Median Absolute Deviation (MAD) | 1.76753 |
| Skewness | 1.1556419 |
| Sum | 1901715.6 |
| Variance | 11.571646 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 75.789034 | 139 | 0.6% |
| 75.794257 | 135 | 0.5% |
| 75.805704 | 135 | 0.5% |
| 75.792934 | 132 | 0.5% |
| 75.806896 | 132 | 0.5% |
| 75.837333 | 131 | 0.5% |
| 73.167753 | 130 | 0.5% |
| 76.627961 | 130 | 0.5% |
| 75.776649 | 129 | 0.5% |
| 78.408321 | 129 | 0.5% |
| Other values (304) | 23406 |
| Value | Count | Frequency (%) |
| 72.768726 | 121 | |
| 72.768778 | 122 | |
| 72.771477 | 121 | |
| 72.772629 | 113 | |
| 72.772697 | 118 | |
| 72.774209 | 113 | |
| 72.778666 | 114 | |
| 72.789122 | 127 | |
| 72.790489 | 103 | |
| 72.792731 | 112 |
| Value | Count | Frequency (%) |
| 88.433452 | 26 | |
| 88.433187 | 30 | |
| 88.400581 | 21 | |
| 88.393294 | 28 | |
| 88.368628 | 25 | |
| 88.366217 | 25 | |
| 88.365507 | 23 | |
| 88.364878 | 20 | |
| 88.364453 | 26 | |
| 88.362504 | 26 |
Delivery_location_latitude
Real number (ℝ)
| Distinct | 3417 |
|---|---|
| Distinct (%) | 13.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.938687 |
| Minimum | 10.010706 |
|---|---|
| Maximum | 31.045562 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 193.3 KiB |
Quantile statistics
| Minimum | 10.010706 |
|---|---|
| 5-th percentile | 11.076686 |
| Q1 | 13.064365 |
| median | 19.084237 |
| Q3 | 22.807021 |
| 95-th percentile | 27.041378 |
| Maximum | 31.045562 |
| Range | 21.034856 |
| Interquartile range (IQR) | 9.742656 |
Descriptive statistics
| Standard deviation | 5.426342 |
|---|---|
| Coefficient of variation (CV) | 0.28652155 |
| Kurtosis | -0.99586338 |
| Mean | 18.938687 |
| Median Absolute Deviation (MAD) | 4.334796 |
| Skewness | 0.13391731 |
| Sum | 468315.85 |
| Variance | 29.445187 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.148616 | 17 | 0.1% |
| 17.568263 | 17 | 0.1% |
| 17.490827 | 16 | 0.1% |
| 22.863838 | 16 | 0.1% |
| 21.227735 | 16 | 0.1% |
| 27.023483 | 16 | 0.1% |
| 19.161458 | 16 | 0.1% |
| 21.197735 | 16 | 0.1% |
| 19.135838 | 16 | 0.1% |
| 22.400329 | 16 | 0.1% |
| Other values (3407) | 24566 |
| Value | Count | Frequency (%) |
| 10.010706 | 1 | < 0.1% |
| 10.013064 | 2 | |
| 10.016783 | 1 | < 0.1% |
| 10.016881 | 3 | |
| 10.020706 | 1 | < 0.1% |
| 10.023064 | 3 | |
| 10.026881 | 3 | |
| 10.030683 | 1 | < 0.1% |
| 10.030706 | 2 | |
| 10.030717 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 31.045562 | 3 | |
| 31.042872 | 2 | |
| 31.039992 | 3 | |
| 31.039584 | 3 | |
| 31.035817 | 4 | |
| 31.035562 | 3 | |
| 31.035204 | 3 | |
| 31.033384 | 3 | |
| 31.033244 | 3 | |
| 31.033081 | 2 |
Delivery_location_longitude
Real number (ℝ)
| Distinct | 3417 |
|---|---|
| Distinct (%) | 13.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.969204 |
| Minimum | 72.778726 |
|---|---|
| Maximum | 88.563452 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 193.3 KiB |
Quantile statistics
| Minimum | 72.778726 |
|---|---|
| 5-th percentile | 72.852697 |
| Q1 | 73.954337 |
| median | 76.680583 |
| Q3 | 78.407865 |
| 95-th percentile | 85.366967 |
| Maximum | 88.563452 |
| Range | 15.784726 |
| Interquartile range (IQR) | 4.453528 |
Descriptive statistics
| Standard deviation | 3.4018846 |
|---|---|
| Coefficient of variation (CV) | 0.044197997 |
| Kurtosis | 1.5059273 |
| Mean | 76.969204 |
| Median Absolute Deviation (MAD) | 1.774362 |
| Skewness | 1.1546741 |
| Sum | 1903294.5 |
| Variance | 11.572819 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80.354151 | 17 | 0.1% |
| 78.527865 | 17 | 0.1% |
| 78.443391 | 16 | 0.1% |
| 76.007429 | 16 | 0.1% |
| 72.838778 | 16 | 0.1% |
| 75.913139 | 16 | 0.1% |
| 72.897808 | 16 | 0.1% |
| 72.808778 | 16 | 0.1% |
| 72.902658 | 16 | 0.1% |
| 73.259083 | 16 | 0.1% |
| Other values (3407) | 24566 |
| Value | Count | Frequency (%) |
| 72.778726 | 12 | |
| 72.778778 | 10 | |
| 72.781477 | 7 | |
| 72.782629 | 6 | |
| 72.782697 | 12 | |
| 72.784209 | 11 | |
| 72.788666 | 9 | |
| 72.788726 | 10 | |
| 72.788778 | 11 | |
| 72.791477 | 12 |
| Value | Count | Frequency (%) |
| 88.563452 | 2 | |
| 88.563187 | 3 | |
| 88.543452 | 1 | < 0.1% |
| 88.543187 | 3 | |
| 88.530581 | 3 | |
| 88.523452 | 2 | |
| 88.523294 | 2 | |
| 88.523187 | 2 | |
| 88.513452 | 3 | |
| 88.513187 | 3 |
Weather_conditions
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Stormy | |
|---|---|
| Fog | |
| Cloudy | |
| Windy | |
| Sunny |
Length
| Max length | 10 |
|---|---|
| Median length | 6 |
| Mean length | 5.8198803 |
| Min length | 3 |
Characters and Unicode
| Total characters | 143914 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Fog |
|---|---|
| 2nd row | Stormy |
| 3rd row | Sandstorms |
| 4th row | Fog |
| 5th row | Sandstorms |
Common Values
| Value | Count | Frequency (%) |
| Stormy | 4222 | |
| Fog | 4170 | |
| Cloudy | 4122 | |
| Windy | 4093 | |
| Sunny | 4067 | |
| Sandstorms | 4054 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| stormy | 4222 | |
| fog | 4170 | |
| cloudy | 4122 | |
| windy | 4093 | |
| sunny | 4067 | |
| sandstorms | 4054 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 16568 | |
| y | 16504 | |
| n | 16281 | |
| S | 12343 | |
| d | 12269 | |
| r | 8276 | 5.8% |
| m | 8276 | 5.8% |
| t | 8276 | 5.8% |
| u | 8189 | 5.7% |
| s | 8108 | 5.6% |
| Other values (7) | 28824 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 119186 | |
| Uppercase Letter | 24728 | 17.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 16568 | |
| y | 16504 | |
| n | 16281 | |
| d | 12269 | |
| r | 8276 | |
| m | 8276 | |
| t | 8276 | |
| u | 8189 | |
| s | 8108 | |
| g | 4170 | 3.5% |
| Other values (3) | 12269 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 12343 | |
| F | 4170 | 16.9% |
| C | 4122 | 16.7% |
| W | 4093 | 16.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 143914 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 16568 | |
| y | 16504 | |
| n | 16281 | |
| S | 12343 | |
| d | 12269 | |
| r | 8276 | 5.8% |
| m | 8276 | 5.8% |
| t | 8276 | 5.8% |
| u | 8189 | 5.7% |
| s | 8108 | 5.6% |
| Other values (7) | 28824 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 143914 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 16568 | |
| y | 16504 | |
| n | 16281 | |
| S | 12343 | |
| d | 12269 | |
| r | 8276 | 5.8% |
| m | 8276 | 5.8% |
| t | 8276 | 5.8% |
| u | 8189 | 5.7% |
| s | 8108 | 5.6% |
| Other values (7) | 28824 |
Road_traffic_density
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| Low | |
|---|---|
| Jam | |
| Medium | |
| High |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.8557101 |
| Min length | 3 |
Characters and Unicode
| Total characters | 95344 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Jam |
|---|---|
| 2nd row | High |
| 3rd row | Low |
| 4th row | Jam |
| 5th row | Jam |
Common Values
| Value | Count | Frequency (%) |
| Low | 8078 | |
| Jam | 7970 | |
| Medium | 6240 | |
| High | 2440 | 9.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| low | 8078 | |
| jam | 7970 | |
| medium | 6240 | |
| high | 2440 | 9.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| m | 14210 | |
| i | 8680 | |
| L | 8078 | |
| o | 8078 | |
| w | 8078 | |
| J | 7970 | |
| a | 7970 | |
| M | 6240 | |
| e | 6240 | |
| d | 6240 | |
| Other values (4) | 13560 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 70616 | |
| Uppercase Letter | 24728 | 25.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| m | 14210 | |
| i | 8680 | |
| o | 8078 | |
| w | 8078 | |
| a | 7970 | |
| e | 6240 | |
| d | 6240 | |
| u | 6240 | |
| g | 2440 | 3.5% |
| h | 2440 | 3.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 8078 | |
| J | 7970 | |
| M | 6240 | |
| H | 2440 | 9.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 95344 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| m | 14210 | |
| i | 8680 | |
| L | 8078 | |
| o | 8078 | |
| w | 8078 | |
| J | 7970 | |
| a | 7970 | |
| M | 6240 | |
| e | 6240 | |
| d | 6240 | |
| Other values (4) | 13560 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 95344 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| m | 14210 | |
| i | 8680 | |
| L | 8078 | |
| o | 8078 | |
| w | 8078 | |
| J | 7970 | |
| a | 7970 | |
| M | 6240 | |
| e | 6240 | |
| d | 6240 | |
| Other values (4) | 13560 |
Vehicle_condition
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 0 | |
|---|---|
| 2 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 24728 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8279 | |
| 2 | 8230 | |
| 1 | 8219 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8279 | |
| 2 | 8230 | |
| 1 | 8219 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8279 | |
| 2 | 8230 | |
| 1 | 8219 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 24728 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8279 | |
| 2 | 8230 | |
| 1 | 8219 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 24728 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8279 | |
| 2 | 8230 | |
| 1 | 8219 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 24728 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8279 | |
| 2 | 8230 | |
| 1 | 8219 |
Type_of_order
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Meal | |
|---|---|
| Snack | |
| Drinks | |
| Buffet |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.2415885 |
| Min length | 4 |
Characters and Unicode
| Total characters | 129614 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Snack |
|---|---|
| 2nd row | Meal |
| 3rd row | Buffet |
| 4th row | Snack |
| 5th row | Buffet |
Common Values
| Value | Count | Frequency (%) |
| Meal | 6270 | |
| Snack | 6214 | |
| Drinks | 6208 | |
| Buffet | 6036 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| meal | 6270 | |
| snack | 6214 | |
| drinks | 6208 | |
| buffet | 6036 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 12484 | 9.6% |
| n | 12422 | 9.6% |
| k | 12422 | 9.6% |
| e | 12306 | 9.5% |
| f | 12072 | 9.3% |
| M | 6270 | 4.8% |
| l | 6270 | 4.8% |
| S | 6214 | 4.8% |
| c | 6214 | 4.8% |
| D | 6208 | 4.8% |
| Other values (6) | 36732 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 104886 | |
| Uppercase Letter | 24728 | 19.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 12484 | |
| n | 12422 | |
| k | 12422 | |
| e | 12306 | |
| f | 12072 | |
| l | 6270 | |
| c | 6214 | |
| r | 6208 | |
| i | 6208 | |
| s | 6208 | |
| Other values (2) | 12072 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 6270 | |
| S | 6214 | |
| D | 6208 | |
| B | 6036 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 129614 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 12484 | 9.6% |
| n | 12422 | 9.6% |
| k | 12422 | 9.6% |
| e | 12306 | 9.5% |
| f | 12072 | 9.3% |
| M | 6270 | 4.8% |
| l | 6270 | 4.8% |
| S | 6214 | 4.8% |
| c | 6214 | 4.8% |
| D | 6208 | 4.8% |
| Other values (6) | 36732 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 129614 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 12484 | 9.6% |
| n | 12422 | 9.6% |
| k | 12422 | 9.6% |
| e | 12306 | 9.5% |
| f | 12072 | 9.3% |
| M | 6270 | 4.8% |
| l | 6270 | 4.8% |
| S | 6214 | 4.8% |
| c | 6214 | 4.8% |
| D | 6208 | 4.8% |
| Other values (6) | 36732 |
Type_of_vehicle
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| motorcycle | |
|---|---|
| scooter | |
| electric_scooter |
Length
| Max length | 16 |
|---|---|
| Median length | 10 |
| Mean length | 9.4689825 |
| Min length | 7 |
Characters and Unicode
| Total characters | 234149 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | motorcycle |
|---|---|
| 2nd row | motorcycle |
| 3rd row | motorcycle |
| 4th row | scooter |
| 5th row | electric_scooter |
Common Values
| Value | Count | Frequency (%) |
| motorcycle | 14567 | |
| scooter | 8233 | |
| electric_scooter | 1928 | 7.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| motorcycle | 14567 | |
| scooter | 8233 | |
| electric_scooter | 1928 | 7.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 49456 | |
| c | 43151 | |
| e | 28584 | |
| t | 26656 | |
| r | 26656 | |
| l | 16495 | 7.0% |
| m | 14567 | 6.2% |
| y | 14567 | 6.2% |
| s | 10161 | 4.3% |
| i | 1928 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 232221 | |
| Connector Punctuation | 1928 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 49456 | |
| c | 43151 | |
| e | 28584 | |
| t | 26656 | |
| r | 26656 | |
| l | 16495 | 7.1% |
| m | 14567 | 6.3% |
| y | 14567 | 6.3% |
| s | 10161 | 4.4% |
| i | 1928 | 0.8% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1928 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 232221 | |
| Common | 1928 | 0.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 49456 | |
| c | 43151 | |
| e | 28584 | |
| t | 26656 | |
| r | 26656 | |
| l | 16495 | 7.1% |
| m | 14567 | 6.3% |
| y | 14567 | 6.3% |
| s | 10161 | 4.4% |
| i | 1928 | 0.8% |
Common
| Value | Count | Frequency (%) |
| _ | 1928 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 234149 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 49456 | |
| c | 43151 | |
| e | 28584 | |
| t | 26656 | |
| r | 26656 | |
| l | 16495 | 7.0% |
| m | 14567 | 6.2% |
| y | 14567 | 6.2% |
| s | 10161 | 4.3% |
| i | 1928 | 0.8% |
multiple_deliveries
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 1 | |
|---|---|
| 0 | |
| 2 | 1129 |
| 3 | 198 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 24728 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 15635 | |
| 0 | 7766 | |
| 2 | 1129 | 4.6% |
| 3 | 198 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 15635 | |
| 0 | 7766 | |
| 2 | 1129 | 4.6% |
| 3 | 198 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 15635 | |
| 0 | 7766 | |
| 2 | 1129 | 4.6% |
| 3 | 198 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 24728 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 15635 | |
| 0 | 7766 | |
| 2 | 1129 | 4.6% |
| 3 | 198 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 24728 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 15635 | |
| 0 | 7766 | |
| 2 | 1129 | 4.6% |
| 3 | 198 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 24728 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 15635 | |
| 0 | 7766 | |
| 2 | 1129 | 4.6% |
| 3 | 198 | 0.8% |
Festival
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.3 KiB |
| False | |
|---|---|
| True | 493 |
| Value | Count | Frequency (%) |
| False | 24235 | |
| True | 493 | 2.0% |
City
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| Metropolitian | |
|---|---|
| Urban | |
| Semi-Urban | 99 |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 11.184042 |
| Min length | 5 |
Characters and Unicode
| Total characters | 276559 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Metropolitian |
|---|---|
| 2nd row | Metropolitian |
| 3rd row | Metropolitian |
| 4th row | Metropolitian |
| 5th row | Metropolitian |
Common Values
| Value | Count | Frequency (%) |
| Metropolitian | 19053 | |
| Urban | 5576 | 22.5% |
| Semi-Urban | 99 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| metropolitian | 19053 | |
| urban | 5576 | 22.5% |
| semi-urban | 99 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 38205 | |
| t | 38106 | |
| o | 38106 | |
| r | 24728 | |
| a | 24728 | |
| n | 24728 | |
| e | 19152 | |
| M | 19053 | |
| p | 19053 | |
| l | 19053 | |
| Other values (5) | 11647 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 251633 | |
| Uppercase Letter | 24827 | 9.0% |
| Dash Punctuation | 99 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 38205 | |
| t | 38106 | |
| o | 38106 | |
| r | 24728 | |
| a | 24728 | |
| n | 24728 | |
| e | 19152 | |
| p | 19053 | |
| l | 19053 | |
| b | 5675 | 2.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 19053 | |
| U | 5675 | 22.9% |
| S | 99 | 0.4% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 99 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 276460 | |
| Common | 99 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 38205 | |
| t | 38106 | |
| o | 38106 | |
| r | 24728 | |
| a | 24728 | |
| n | 24728 | |
| e | 19152 | |
| M | 19053 | |
| p | 19053 | |
| l | 19053 | |
| Other values (4) | 11548 | 4.2% |
Common
| Value | Count | Frequency (%) |
| - | 99 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 276559 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 38205 | |
| t | 38106 | |
| o | 38106 | |
| r | 24728 | |
| a | 24728 | |
| n | 24728 | |
| e | 19152 | |
| M | 19053 | |
| p | 19053 | |
| l | 19053 | |
| Other values (5) | 11647 | 4.2% |
Time_taken (min)
Real number (ℝ)
| Distinct | 45 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.593699 |
| Minimum | 10 |
|---|---|
| Maximum | 54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 193.3 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 19 |
| median | 26 |
| Q3 | 33 |
| 95-th percentile | 44 |
| Maximum | 54 |
| Range | 44 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 9.3327623 |
|---|---|
| Coefficient of variation (CV) | 0.35093885 |
| Kurtosis | -0.35613053 |
| Mean | 26.593699 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.45788754 |
| Sum | 657609 |
| Variance | 87.100453 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26 | 1174 | 4.7% |
| 25 | 1118 | 4.5% |
| 28 | 1088 | 4.4% |
| 27 | 1080 | 4.4% |
| 29 | 1067 | 4.3% |
| 15 | 955 | 3.9% |
| 18 | 952 | 3.8% |
| 24 | 922 | 3.7% |
| 19 | 921 | 3.7% |
| 23 | 914 | 3.7% |
| Other values (35) | 14537 |
| Value | Count | Frequency (%) |
| 10 | 343 | 1.4% |
| 11 | 360 | 1.5% |
| 12 | 351 | 1.4% |
| 13 | 391 | |
| 14 | 357 | 1.4% |
| 15 | 955 | |
| 16 | 901 | |
| 17 | 912 | |
| 18 | 952 | |
| 19 | 921 |
| Value | Count | Frequency (%) |
| 54 | 47 | 0.2% |
| 53 | 57 | 0.2% |
| 52 | 37 | 0.1% |
| 51 | 42 | 0.2% |
| 50 | 39 | 0.2% |
| 49 | 148 | |
| 48 | 155 | |
| 47 | 154 | |
| 46 | 166 | |
| 45 | 130 |
Daytime
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| evening | |
|---|---|
| night | |
| morning | |
| afternoon |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 6.5541896 |
| Min length | 5 |
Characters and Unicode
| Total characters | 162072 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | night |
|---|---|
| 2nd row | afternoon |
| 3rd row | morning |
| 4th row | evening |
| 5th row | evening |
Common Values
| Value | Count | Frequency (%) |
| evening | 10340 | |
| night | 7807 | |
| morning | 4286 | |
| afternoon | 2295 | 9.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| evening | 10340 | |
| night | 7807 | |
| morning | 4286 | |
| afternoon | 2295 | 9.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 41649 | |
| e | 22975 | |
| i | 22433 | |
| g | 22433 | |
| v | 10340 | 6.4% |
| t | 10102 | 6.2% |
| o | 8876 | 5.5% |
| h | 7807 | 4.8% |
| r | 6581 | 4.1% |
| m | 4286 | 2.6% |
| Other values (2) | 4590 | 2.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 162072 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 41649 | |
| e | 22975 | |
| i | 22433 | |
| g | 22433 | |
| v | 10340 | 6.4% |
| t | 10102 | 6.2% |
| o | 8876 | 5.5% |
| h | 7807 | 4.8% |
| r | 6581 | 4.1% |
| m | 4286 | 2.6% |
| Other values (2) | 4590 | 2.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 162072 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 41649 | |
| e | 22975 | |
| i | 22433 | |
| g | 22433 | |
| v | 10340 | 6.4% |
| t | 10102 | 6.2% |
| o | 8876 | 5.5% |
| h | 7807 | 4.8% |
| r | 6581 | 4.1% |
| m | 4286 | 2.6% |
| Other values (2) | 4590 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 162072 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 41649 | |
| e | 22975 | |
| i | 22433 | |
| g | 22433 | |
| v | 10340 | 6.4% |
| t | 10102 | 6.2% |
| o | 8876 | 5.5% |
| h | 7807 | 4.8% |
| r | 6581 | 4.1% |
| m | 4286 | 2.6% |
| Other values (2) | 4590 | 2.8% |
Time_Difference_Minutes
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 5 | |
|---|---|
| 10 | |
| 15 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.6580799 |
| Min length | 1 |
Characters and Unicode
| Total characters | 41001 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 15 |
|---|---|
| 2nd row | 10 |
| 3rd row | 10 |
| 4th row | 15 |
| 5th row | 10 |
Common Values
| Value | Count | Frequency (%) |
| 5 | 8455 | |
| 10 | 8190 | |
| 15 | 8083 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5 | 8455 | |
| 10 | 8190 | |
| 15 | 8083 |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 16538 | |
| 1 | 16273 | |
| 0 | 8190 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 41001 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 16538 | |
| 1 | 16273 | |
| 0 | 8190 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 41001 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 5 | 16538 | |
| 1 | 16273 | |
| 0 | 8190 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 41001 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 5 | 16538 | |
| 1 | 16273 | |
| 0 | 8190 |
Order_Hour
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.530249 |
| Minimum | 8 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 193.3 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 15 |
| median | 19 |
| Q3 | 21 |
| 95-th percentile | 23 |
| Maximum | 23 |
| Range | 15 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.4705322 |
|---|---|
| Coefficient of variation (CV) | 0.25501818 |
| Kurtosis | -0.51703344 |
| Mean | 17.530249 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.81100829 |
| Sum | 433488 |
| Variance | 19.985658 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21 | 2724 | |
| 17 | 2696 | |
| 19 | 2646 | |
| 18 | 2646 | |
| 20 | 2600 | |
| 22 | 2560 | |
| 23 | 2225 | |
| 10 | 1142 | 4.6% |
| 11 | 1122 | 4.5% |
| 8 | 1088 | 4.4% |
| Other values (6) | 3279 |
| Value | Count | Frequency (%) |
| 8 | 1088 | |
| 9 | 1063 | 4.3% |
| 10 | 1142 | |
| 11 | 1122 | |
| 12 | 444 | 1.8% |
| 13 | 430 | 1.7% |
| 14 | 444 | 1.8% |
| 15 | 480 | 1.9% |
| 16 | 418 | 1.7% |
| 17 | 2696 |
| Value | Count | Frequency (%) |
| 23 | 2225 | |
| 22 | 2560 | |
| 21 | 2724 | |
| 20 | 2600 | |
| 19 | 2646 | |
| 18 | 2646 | |
| 17 | 2696 | |
| 16 | 418 | 1.7% |
| 15 | 480 | 1.9% |
| 14 | 444 | 1.8% |
Order_Minute
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.478203 |
| Minimum | 10 |
|---|---|
| Maximum | 55 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 193.3 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 20 |
| median | 30 |
| Q3 | 40 |
| 95-th percentile | 55 |
| Maximum | 55 |
| Range | 45 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 13.626238 |
|---|---|
| Coefficient of variation (CV) | 0.44708143 |
| Kurtosis | -1.0592838 |
| Mean | 30.478203 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.15122836 |
| Sum | 753665 |
| Variance | 185.67437 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35 | 2948 | |
| 40 | 2812 | |
| 20 | 2775 | |
| 10 | 2745 | |
| 25 | 2723 | |
| 30 | 2702 | |
| 15 | 2702 | |
| 45 | 1834 | |
| 50 | 1785 | |
| 55 | 1702 |
| Value | Count | Frequency (%) |
| 10 | 2745 | |
| 15 | 2702 | |
| 20 | 2775 | |
| 25 | 2723 | |
| 30 | 2702 | |
| 35 | 2948 | |
| 40 | 2812 | |
| 45 | 1834 | |
| 50 | 1785 | |
| 55 | 1702 |
| Value | Count | Frequency (%) |
| 55 | 1702 | |
| 50 | 1785 | |
| 45 | 1834 | |
| 40 | 2812 | |
| 35 | 2948 | |
| 30 | 2702 | |
| 25 | 2723 | |
| 20 | 2775 | |
| 15 | 2702 | |
| 10 | 2745 |
Picked_Hour
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.634301 |
| Minimum | 8 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 193.3 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 16 |
| median | 19 |
| Q3 | 21 |
| 95-th percentile | 23 |
| Maximum | 23 |
| Range | 15 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.4684358 |
|---|---|
| Coefficient of variation (CV) | 0.25339455 |
| Kurtosis | -0.5094988 |
| Mean | 17.634301 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.81686673 |
| Sum | 436061 |
| Variance | 19.966918 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 2719 | |
| 21 | 2703 | |
| 20 | 2618 | |
| 22 | 2597 | |
| 19 | 2594 | |
| 23 | 2507 | |
| 17 | 2409 | |
| 10 | 1133 | 4.6% |
| 11 | 1120 | 4.5% |
| 9 | 1071 | 4.3% |
| Other values (6) | 3257 |
| Value | Count | Frequency (%) |
| 8 | 962 | 3.9% |
| 9 | 1071 | |
| 10 | 1133 | |
| 11 | 1120 | |
| 12 | 529 | 2.1% |
| 13 | 419 | 1.7% |
| 14 | 450 | 1.8% |
| 15 | 470 | 1.9% |
| 16 | 427 | 1.7% |
| 17 | 2409 |
| Value | Count | Frequency (%) |
| 23 | 2507 | |
| 22 | 2597 | |
| 21 | 2703 | |
| 20 | 2618 | |
| 19 | 2594 | |
| 18 | 2719 | |
| 17 | 2409 | |
| 16 | 427 | 1.7% |
| 15 | 470 | 1.9% |
| 14 | 450 | 1.8% |
Picked_Minute
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.159859 |
| Minimum | 5 |
|---|---|
| Maximum | 55 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 193.3 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 25 |
| median | 35 |
| Q3 | 45 |
| 95-th percentile | 55 |
| Maximum | 55 |
| Range | 50 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 14.604589 |
|---|---|
| Coefficient of variation (CV) | 0.42753656 |
| Kurtosis | -0.78352747 |
| Mean | 34.159859 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.36910735 |
| Sum | 844705 |
| Variance | 213.29401 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30 | 2827 | |
| 45 | 2821 | |
| 50 | 2794 | |
| 40 | 2777 | |
| 55 | 2765 | |
| 25 | 2732 | |
| 35 | 2709 | |
| 20 | 1779 | |
| 5 | 1719 | |
| 15 | 951 | 3.8% |
| Value | Count | Frequency (%) |
| 5 | 1719 | |
| 10 | 854 | 3.5% |
| 15 | 951 | 3.8% |
| 20 | 1779 | |
| 25 | 2732 | |
| 30 | 2827 | |
| 35 | 2709 | |
| 40 | 2777 | |
| 45 | 2821 | |
| 50 | 2794 |
| Value | Count | Frequency (%) |
| 55 | 2765 | |
| 50 | 2794 | |
| 45 | 2821 | |
| 40 | 2777 | |
| 35 | 2709 | |
| 30 | 2827 | |
| 25 | 2732 | |
| 20 | 1779 | |
| 15 | 951 | 3.8% |
| 10 | 854 | 3.5% |
| Delivery_person_Age | Delivery_person_Ratings | Restaurant_latitude | Restaurant_longitude | Delivery_location_latitude | Delivery_location_longitude | Time_taken (min) | Order_Hour | Order_Minute | Picked_Hour | Picked_Minute | Weather_conditions | Road_traffic_density | Vehicle_condition | Type_of_order | Type_of_vehicle | multiple_deliveries | Festival | City | Daytime | Time_Difference_Minutes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Delivery_person_Age | 1.000 | -0.104 | 0.004 | 0.013 | 0.004 | 0.013 | 0.305 | 0.004 | 0.000 | 0.003 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.074 | 0.068 | 0.059 | 0.000 | 0.014 |
| Delivery_person_Ratings | -0.104 | 1.000 | -0.002 | 0.004 | -0.006 | -0.001 | -0.301 | -0.028 | 0.007 | -0.027 | -0.000 | 0.088 | 0.088 | 0.103 | 0.000 | 0.063 | 0.096 | 0.076 | 0.055 | 0.079 | 0.000 |
| Restaurant_latitude | 0.004 | -0.002 | 1.000 | -0.146 | 0.997 | -0.145 | 0.012 | 0.008 | 0.002 | 0.007 | 0.011 | 0.000 | 0.007 | 0.000 | 0.000 | 0.007 | 0.005 | 0.000 | 0.000 | 0.009 | 0.009 |
| Restaurant_longitude | 0.013 | 0.004 | -0.146 | 1.000 | -0.148 | 0.996 | 0.010 | -0.006 | 0.004 | -0.006 | 0.002 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.011 |
| Delivery_location_latitude | 0.004 | -0.006 | 0.997 | -0.148 | 1.000 | -0.142 | 0.031 | 0.041 | 0.002 | 0.040 | 0.012 | 0.003 | 0.013 | 0.000 | 0.005 | 0.001 | 0.000 | 0.000 | 0.000 | 0.008 | 0.010 |
| Delivery_location_longitude | 0.013 | -0.001 | -0.145 | 0.996 | -0.142 | 1.000 | 0.032 | 0.032 | 0.003 | 0.032 | 0.003 | 0.000 | 0.053 | 0.000 | 0.000 | 0.000 | 0.014 | 0.016 | 0.012 | 0.078 | 0.012 |
| Time_taken (min) | 0.305 | -0.301 | 0.012 | 0.010 | 0.031 | 0.032 | 1.000 | 0.097 | 0.010 | 0.098 | -0.009 | 0.138 | 0.261 | 0.224 | 0.000 | 0.130 | 0.335 | 0.422 | 0.287 | 0.184 | 0.000 |
| Order_Hour | 0.004 | -0.028 | 0.008 | -0.006 | 0.041 | 0.032 | 0.097 | 1.000 | -0.030 | 0.995 | 0.030 | 0.000 | 0.948 | 0.000 | 0.002 | 0.000 | 0.102 | 0.122 | 0.076 | 0.945 | 0.007 |
| Order_Minute | 0.000 | 0.007 | 0.002 | 0.004 | 0.002 | 0.003 | 0.010 | -0.030 | 1.000 | 0.018 | 0.402 | 0.008 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.028 | 0.232 |
| Picked_Hour | 0.003 | -0.027 | 0.007 | -0.006 | 0.040 | 0.032 | 0.098 | 0.995 | 0.018 | 1.000 | -0.018 | 0.000 | 0.919 | 0.000 | 0.010 | 0.000 | 0.099 | 0.112 | 0.073 | 0.967 | 0.020 |
| Picked_Minute | 0.000 | -0.000 | 0.011 | 0.002 | 0.012 | 0.003 | -0.009 | 0.030 | 0.402 | -0.018 | 1.000 | 0.001 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.032 | 0.302 |
| Weather_conditions | 0.014 | 0.088 | 0.000 | 0.000 | 0.003 | 0.000 | 0.138 | 0.000 | 0.008 | 0.000 | 0.001 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.066 | 0.063 | 0.041 | 0.000 | 0.000 |
| Road_traffic_density | 0.000 | 0.088 | 0.007 | 0.007 | 0.013 | 0.053 | 0.261 | 0.948 | 0.029 | 0.919 | 0.029 | 0.000 | 1.000 | 0.009 | 0.000 | 0.000 | 0.103 | 0.120 | 0.076 | 0.602 | 0.004 |
| Vehicle_condition | 0.000 | 0.103 | 0.000 | 0.000 | 0.000 | 0.000 | 0.224 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 1.000 | 0.006 | 0.493 | 0.093 | 0.103 | 0.067 | 0.000 | 0.004 |
| Type_of_order | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.002 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.006 | 1.000 | 0.000 | 0.003 | 0.008 | 0.000 | 0.000 | 0.000 |
| Type_of_vehicle | 0.000 | 0.063 | 0.007 | 0.000 | 0.001 | 0.000 | 0.130 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.493 | 0.000 | 1.000 | 0.058 | 0.057 | 0.039 | 0.007 | 0.000 |
| multiple_deliveries | 0.074 | 0.096 | 0.005 | 0.010 | 0.000 | 0.014 | 0.335 | 0.102 | 0.000 | 0.099 | 0.000 | 0.066 | 0.103 | 0.093 | 0.003 | 0.058 | 1.000 | 0.202 | 0.137 | 0.069 | 0.000 |
| Festival | 0.068 | 0.076 | 0.000 | 0.000 | 0.000 | 0.016 | 0.422 | 0.122 | 0.000 | 0.112 | 0.000 | 0.063 | 0.120 | 0.103 | 0.008 | 0.057 | 0.202 | 1.000 | 0.116 | 0.061 | 0.000 |
| City | 0.059 | 0.055 | 0.000 | 0.000 | 0.000 | 0.012 | 0.287 | 0.076 | 0.000 | 0.073 | 0.008 | 0.041 | 0.076 | 0.067 | 0.000 | 0.039 | 0.137 | 0.116 | 1.000 | 0.050 | 0.000 |
| Daytime | 0.000 | 0.079 | 0.009 | 0.000 | 0.008 | 0.078 | 0.184 | 0.945 | 0.028 | 0.967 | 0.032 | 0.000 | 0.602 | 0.000 | 0.000 | 0.007 | 0.069 | 0.061 | 0.050 | 1.000 | 0.009 |
| Time_Difference_Minutes | 0.014 | 0.000 | 0.009 | 0.011 | 0.010 | 0.012 | 0.000 | 0.007 | 0.232 | 0.020 | 0.302 | 0.000 | 0.004 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 1.000 |
| Delivery_person_Age | Delivery_person_Ratings | Restaurant_latitude | Restaurant_longitude | Delivery_location_latitude | Delivery_location_longitude | Weather_conditions | Road_traffic_density | Vehicle_condition | Type_of_order | Type_of_vehicle | multiple_deliveries | Festival | City | Time_taken (min) | Daytime | Time_Difference_Minutes | Order_Hour | Order_Minute | Picked_Hour | Picked_Minute | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 36 | 4.2 | 30.327968 | 78.046106 | 30.397968 | 78.116106 | Fog | Jam | 2 | Snack | motorcycle | 3 | No | Metropolitian | 46 | night | 15 | 21 | 55 | 22 | 10 |
| 1 | 21 | 4.7 | 10.003064 | 76.307589 | 10.043064 | 76.347589 | Stormy | High | 1 | Meal | motorcycle | 1 | No | Metropolitian | 23 | afternoon | 10 | 14 | 55 | 15 | 5 |
| 2 | 34 | 4.3 | 30.899584 | 75.809346 | 30.919584 | 75.829346 | Sandstorms | Low | 0 | Buffet | motorcycle | 0 | No | Metropolitian | 20 | morning | 10 | 9 | 20 | 9 | 30 |
| 3 | 24 | 4.7 | 26.463504 | 80.372929 | 26.593504 | 80.502929 | Fog | Jam | 1 | Snack | scooter | 1 | No | Metropolitian | 41 | evening | 15 | 19 | 50 | 20 | 5 |
| 4 | 29 | 4.5 | 19.176269 | 72.836721 | 19.266269 | 72.926721 | Sandstorms | Jam | 2 | Buffet | electric_scooter | 1 | No | Metropolitian | 20 | evening | 10 | 20 | 25 | 20 | 35 |
| 5 | 35 | 4.0 | 12.311072 | 76.654878 | 12.351072 | 76.694878 | Windy | High | 1 | Meal | scooter | 1 | No | Metropolitian | 33 | afternoon | 15 | 14 | 55 | 15 | 10 |
| 6 | 33 | 4.2 | 18.592718 | 73.773572 | 18.702718 | 73.883572 | Sandstorms | Jam | 2 | Snack | motorcycle | 1 | No | Metropolitian | 40 | evening | 10 | 20 | 30 | 20 | 40 |
| 7 | 21 | 4.7 | 22.552672 | 88.352885 | 22.582672 | 88.382885 | Windy | Jam | 0 | Meal | motorcycle | 1 | No | Urban | 15 | night | 15 | 21 | 15 | 21 | 30 |
| 8 | 25 | 4.1 | 18.563934 | 73.915367 | 18.643935 | 73.995367 | Sandstorms | Jam | 0 | Snack | motorcycle | 2 | No | Metropolitian | 36 | evening | 5 | 20 | 20 | 20 | 25 |
| 9 | 31 | 4.7 | 23.357804 | 85.325146 | 23.487804 | 85.455146 | Sandstorms | Low | 2 | Meal | electric_scooter | 0 | No | Metropolitian | 26 | night | 15 | 22 | 30 | 22 | 45 |
| Delivery_person_Age | Delivery_person_Ratings | Restaurant_latitude | Restaurant_longitude | Delivery_location_latitude | Delivery_location_longitude | Weather_conditions | Road_traffic_density | Vehicle_condition | Type_of_order | Type_of_vehicle | multiple_deliveries | Festival | City | Time_taken (min) | Daytime | Time_Difference_Minutes | Order_Hour | Order_Minute | Picked_Hour | Picked_Minute | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24718 | 21 | 4.8 | 19.103249 | 72.846749 | 19.133249 | 72.876749 | Sunny | Low | 2 | Drinks | motorcycle | 0 | No | Metropolitian | 22 | night | 5 | 22 | 15 | 22 | 20 |
| 24719 | 30 | 4.9 | 11.025083 | 77.015393 | 11.045083 | 77.035393 | Windy | Low | 1 | Snack | motorcycle | 1 | No | Metropolitian | 26 | morning | 15 | 10 | 25 | 10 | 40 |
| 24720 | 20 | 4.9 | 21.186608 | 72.794136 | 21.216608 | 72.824136 | Sandstorms | Jam | 2 | Drinks | motorcycle | 1 | No | Urban | 18 | evening | 15 | 20 | 25 | 20 | 40 |
| 24721 | 36 | 4.8 | 12.310972 | 76.659264 | 12.440972 | 76.789264 | Sunny | Jam | 2 | Drinks | electric_scooter | 1 | No | Urban | 29 | night | 10 | 21 | 10 | 21 | 20 |
| 24722 | 37 | 4.8 | 13.022394 | 80.242439 | 13.042394 | 80.262439 | Sandstorms | Low | 2 | Drinks | electric_scooter | 0 | No | Metropolitian | 20 | morning | 15 | 9 | 35 | 9 | 50 |
| 24723 | 30 | 4.2 | 26.469003 | 80.316344 | 26.539003 | 80.386344 | Cloudy | Medium | 1 | Snack | motorcycle | 2 | Yes | Metropolitian | 42 | evening | 15 | 18 | 10 | 18 | 25 |
| 24724 | 35 | 4.2 | 23.371292 | 85.327872 | 23.481292 | 85.437872 | Windy | Jam | 2 | Drinks | motorcycle | 1 | No | Metropolitian | 33 | night | 10 | 21 | 45 | 21 | 55 |
| 24725 | 30 | 4.8 | 26.902328 | 75.794257 | 26.912328 | 75.804257 | Windy | High | 1 | Meal | motorcycle | 0 | No | Metropolitian | 32 | morning | 10 | 11 | 35 | 11 | 45 |
| 24726 | 20 | 4.7 | 11.001753 | 76.986241 | 11.041753 | 77.026241 | Cloudy | High | 0 | Snack | motorcycle | 1 | No | Metropolitian | 26 | afternoon | 5 | 13 | 35 | 13 | 40 |
| 24727 | 23 | 4.9 | 23.351058 | 85.325731 | 23.431058 | 85.405731 | Fog | Medium | 2 | Snack | scooter | 1 | No | Metropolitian | 36 | evening | 5 | 17 | 10 | 17 | 15 |